Packages

abstract class H2OGLRMBase[P <: Parameters] extends H2ODimReductionEstimator[P] with H2OGLRMExtraParams with HasInputCols

Linear Supertypes
H2OGLRMExtraParams, H2ODimReductionEstimator[P], HasInputCols, H2ODimReductionExtraParams, HasInputColsOnMOJO, SpecificMOJOParameters, HasOutputCol, H2OFeatureEstimator[P], H2OFeatureEstimatorBase, H2OEstimator[P], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLRM
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLRMBase
  2. H2OGLRMExtraParams
  3. H2ODimReductionEstimator
  4. HasInputCols
  5. H2ODimReductionExtraParams
  6. HasInputColsOnMOJO
  7. SpecificMOJOParameters
  8. HasOutputCol
  9. H2OFeatureEstimator
  10. H2OFeatureEstimatorBase
  11. H2OEstimator
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. Logging
  20. H2OCommonParams
  21. H2OBaseMOJOParams
  22. HasDataFrameSerializer
  23. H2OAlgoParamsBase
  24. H2OFrameLifecycle
  25. ParameterConstructorMethods
  26. Estimator
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLRMBase()(implicit arg0: ClassTag[P])

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def getModelId(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  2. abstract def paramTag: ClassTag[P]
    Attributes
    protected
    Definition Classes
    H2OEstimator
  3. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  9. final def clear(param: Param[_]): H2OGLRMBase.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  15. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  17. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  18. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  19. def copy(extra: ParamMap): H2OGLRMBase.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  20. def copyExtraParams(to: H2ODimReductionExtraParams): Unit
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams
  21. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OEstimator
  23. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  24. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  25. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  27. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  28. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  29. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  31. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  34. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  35. def explainParams(): String
    Definition Classes
    Params
  36. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  37. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  38. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  39. def fit(dataset: Dataset[_]): H2OGLRMMOJOModel
    Definition Classes
    H2OGLRMBase → H2ODimReductionEstimator → H2OFeatureEstimator → H2OEstimator → Estimator
  40. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  41. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  42. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  43. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  44. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  45. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  46. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  47. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  48. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  49. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  50. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  51. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  52. def getInputCols(): Array[String]
    Definition Classes
    HasInputColsOnMOJO
  53. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  54. def getMaxScoringIterations(): Int
    Definition Classes
    H2OGLRMExtraParams
  55. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  56. def getOutputCol(): String
    Definition Classes
    HasOutputCol
  57. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  58. def getReconstructedCol(): String
    Definition Classes
    H2OGLRMExtraParams
  59. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  60. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  61. def getWithReconstructedCol(): Boolean
    Definition Classes
    H2OGLRMExtraParams
  62. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  63. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  64. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  65. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  66. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. val inputCols: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO
  68. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  69. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  70. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  73. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  74. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  75. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  76. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  77. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  78. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  79. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  86. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  91. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  92. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  93. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  94. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  95. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  96. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  97. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  98. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  99. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  100. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  101. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  102. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. def outputSchema: Seq[StructField]
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  104. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  105. var parameters: P
    Attributes
    protected
    Definition Classes
    H2OEstimator
  106. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  107. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation
  108. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  109. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  110. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  111. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  112. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  113. final def set(paramPair: ParamPair[_]): H2OGLRMBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  114. final def set(param: String, value: Any): H2OGLRMBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  115. final def set[T](param: Param[T], value: T): H2OGLRMBase.this.type
    Definition Classes
    Params
  116. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  117. def setColumnsToCategorical(columns: Array[String]): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  118. def setColumnsToCategorical(first: String, others: String*): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  119. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  120. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  121. def setDataFrameSerializer(fullClassName: String): H2OGLRMBase.this.type
    Definition Classes
    H2OBaseMOJOParams
  122. final def setDefault(paramPairs: ParamPair[_]*): H2OGLRMBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  123. final def setDefault[T](param: Param[T], value: T): H2OGLRMBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  124. def setInputCols(column: String, otherColumns: String*): H2OGLRMBase.this.type
    Definition Classes
    HasInputCols
  125. def setInputCols(columns: Array[String]): H2OGLRMBase.this.type
    Definition Classes
    HasInputCols
  126. def setKeepBinaryModels(value: Boolean): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  127. def setMaxScoringIterations(value: Int): H2OGLRMBase.this.type
    Definition Classes
    H2OGLRMExtraParams
  128. def setOutputCol(name: String): H2OGLRMBase.this.type
    Definition Classes
    HasOutputCol
  129. def setReconstructedCol(name: String): H2OGLRMBase.this.type
    Definition Classes
    H2OGLRMExtraParams
  130. def setSplitRatio(ratio: Double): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  131. def setValidationDataFrame(dataFrame: DataFrame): H2OGLRMBase.this.type
    Definition Classes
    H2OCommonParams
  132. def setWithReconstructedCol(flag: Boolean): H2OGLRMBase.this.type
    Definition Classes
    H2OGLRMExtraParams
  133. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  134. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  137. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  138. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  139. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  140. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  141. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  142. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  143. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  144. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  145. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  146. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage
  147. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  148. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  149. def validate(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  150. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  151. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  152. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  153. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  154. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  155. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from H2OGLRMExtraParams

Inherited from H2ODimReductionEstimator[P]

Inherited from HasInputCols

Inherited from H2ODimReductionExtraParams

Inherited from HasInputColsOnMOJO

Inherited from SpecificMOJOParameters

Inherited from HasOutputCol

Inherited from H2OFeatureEstimator[P]

Inherited from H2OFeatureEstimatorBase

Inherited from H2OEstimator[P]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped